Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9339775 0.9210054 0.9957138 0.9669592 NA
bt 0.7890499 0.9795378 0.8051972 0.4473507 NA
maxnet 0.6626409 0.9866103 0.7856541 0.4308231 NA
gam 0.8027375 0.9141383 0.8072977 0.4681120 0.1383035
glm 0.7576490 0.8293602 0.7101286 0.3908001 0.1602988

Variable Importance